[S22]PM-1

Wed. Sep 18, 2019 2:30 PM - 4:00 PM ROOM C (Research Bldg No 8 NS Hall)

chairperson:Yuki Kodera(Meteorological Research Agency, JMA), Takahiko Uchide(Geological Survey of Japan, AIST)

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2:30 PM - 2:45 PM

[S22-10] Improving the symmetry of ambient seismic field correlation functions with machine learning

*Loic Viens¹, Tomotaka Iwata¹ (1. Kyoto University, DPRI)

2:45 PM - 3:00 PM

[S22-11] A hybrid approach of Machine learning and Ensemble Kalman Filter for estimating frictional parameters in Nankai megaquake cycle simulator

*Yu Yamamoto¹, Kazuro Hirahara^1,3, Hirotaka Hachiya^1,2, Atsushi Takahashi¹, Naonori Ueda¹ (1. Center for Advanced Intelligence Project, RIKEN, 2. Univ. of Wakayama, 3. Univ. of Kagawa)

3:00 PM - 3:15 PM

[S22-12] Acceleration of matched-filter search and slip inversion of deep tectonic tremor using nearest neighbor search

*Naoto Mizuno¹, Satoshi Ide¹ (1. School of Science, The University of Tokyo)

3:15 PM - 3:30 PM

[S22-13] Machine learning of postseismic deformation of the 2011 Tohoku-Oki earthquake based on recurrent neural network

*Norifumi Yamaga¹, Yuta Mitsui² (1. Graduate School of Integrated Science and Technology, Shizuoka University, 2. Faculty of Science, Shizuoka University)

3:30 PM - 3:45 PM

[S22-14] Automatic detection and classification of the uplifted marine terrace by clustering DEM dataset

*Junki Komori¹, Ryosuke Ando¹, Masanobu Shishikura² (1. The University of Tokyo, 2. The National Institute of Advanced Industrial Science and Technology)

3:45 PM - 4:00 PM

[S22-15] Investigation of Prediction Model for Engineering Geomorphologic Classification using Convolutional Neural Network

*Sho Akagi¹, Toshihiko Hayakawa¹ (1. Mitsubishi Space Software Co., Ltd.)

Session information